Dataset statistics
| Number of variables | 11 |
|---|---|
| Number of observations | 49290 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 4.1 MiB |
| Average record size in memory | 88.0 B |
Variable types
| NUM | 10 |
|---|---|
| DATE | 1 |
Reproduction
| Analysis started | 2020-04-10 07:59:12.554267 |
|---|---|
| Analysis finished | 2020-04-10 08:01:19.080962 |
| Version | pandas-profiling v2.5.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
| Distinct count | 49290 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 385.2 KiB |
| Minimum | 2017-01-01 00:00:00 |
|---|---|
| Maximum | 2020-03-01 00:00:00 |
Histogram
PDI0064
Real number (ℝ≥0)
| Distinct count | 49253 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.1734482437417453 |
|---|---|
| Minimum | 0.5934015777587891 |
| Maximum | 1.7692888789705787 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 0.5934015778 |
|---|---|
| 5-th percentile | 0.8878494751 |
| Q1 | 1.05222009 |
| median | 1.153626866 |
| Q3 | 1.29568724 |
| 95-th percentile | 1.506453824 |
| Maximum | 1.769288879 |
| Range | 1.175887301 |
| Interquartile range (IQR) | 0.2434671496 |
Descriptive statistics
| Standard deviation | 0.1794718133 |
|---|---|
| Coefficient of variation (CV) | 0.1529439532 |
| Kurtosis | -0.3539452006 |
| Mean | 1.173448244 |
| Median Absolute Deviation (MAD) | 0.1464550067 |
| Skewness | 0.2602478325 |
| Sum | 57839.26393 |
| Variance | 0.03221013176 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[0.59340158 0.64784747 0.69987713 0.79132508 0.80477739 ... 1.57063119 1.6130417 1.65718164 1.69511152 1.76928888], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 1.113769531 | 29 | 0.1% | |
| 1.340454102 | 5 | < 0.1% | |
| 1.01776123 | 4 | < 0.1% | |
| 0.8989257812 | 2 | < 0.1% | |
| 1.423828125 | 2 | < 0.1% | |
| 1.517988735 | 1 | < 0.1% | |
| 0.8074231259 | 1 | < 0.1% | |
| 0.9909169404 | 1 | < 0.1% | |
| 1.235250395 | 1 | < 0.1% | |
| 1.403772408 | 1 | < 0.1% | |
| Other values (49243) | 49243 | 99.9% |
| Value | Count | Frequency (%) | |
| 0.5934015778 | 1 | < 0.1% | |
| 0.6166928896 | 1 | < 0.1% | |
| 0.6301198415 | 1 | < 0.1% | |
| 0.6338712865 | 1 | < 0.1% | |
| 0.6420179018 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1.769288879 | 1 | < 0.1% | |
| 1.749908358 | 1 | < 0.1% | |
| 1.7286767 | 1 | < 0.1% | |
| 1.722948552 | 1 | < 0.1% | |
| 1.722453711 | 1 | < 0.1% |
TI0066
Real number (ℝ≥0)
| Distinct count | 49252 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.99572947992427 |
|---|---|
| Minimum | 25.04207207434486 |
| Maximum | 38.680419921875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 25.04207207 |
|---|---|
| 5-th percentile | 29.46031219 |
| Q1 | 29.77312353 |
| median | 29.90526389 |
| Q3 | 30.06123206 |
| 95-th percentile | 30.94589297 |
| Maximum | 38.68041992 |
| Range | 13.63834785 |
| Interquartile range (IQR) | 0.2881085325 |
Descriptive statistics
| Standard deviation | 0.5641589612 |
|---|---|
| Coefficient of variation (CV) | 0.01880797603 |
| Kurtosis | 50.82148188 |
| Mean | 29.99572948 |
| Median Absolute Deviation (MAD) | 0.3063892485 |
| Skewness | 4.846502183 |
| Sum | 1478489.506 |
| Variance | 0.3182753335 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[25.04207207 27.61594986 28.27952977 28.64016628 28.92178192 ... 33.1649839 35.93105622 37.50554387 38.04194407 38.68041992], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 29.99414062 | 29 | 0.1% | |
| 29.43554688 | 6 | < 0.1% | |
| 29.72460938 | 4 | < 0.1% | |
| 29.88085938 | 2 | < 0.1% | |
| 29.8515625 | 2 | < 0.1% | |
| 29.90297632 | 1 | < 0.1% | |
| 30.70024154 | 1 | < 0.1% | |
| 29.0384751 | 1 | < 0.1% | |
| 29.20265725 | 1 | < 0.1% | |
| 30.42313214 | 1 | < 0.1% | |
| Other values (49242) | 49242 | 99.9% |
| Value | Count | Frequency (%) | |
| 25.04207207 | 1 | < 0.1% | |
| 26.69535587 | 1 | < 0.1% | |
| 26.72448267 | 1 | < 0.1% | |
| 27.06383136 | 1 | < 0.1% | |
| 27.18969416 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 38.68041992 | 1 | < 0.1% | |
| 38.13540679 | 1 | < 0.1% | |
| 38.12219536 | 1 | < 0.1% | |
| 38.05400088 | 1 | < 0.1% | |
| 38.02988726 | 1 | < 0.1% |
TZI0012
Real number (ℝ≥0)
| Distinct count | 49251 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.78025743631935 |
|---|---|
| Minimum | 101.16072868126189 |
| Maximum | 136.17201634457234 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 101.1607287 |
|---|---|
| 5-th percentile | 121.3989997 |
| Q1 | 123.716854 |
| median | 126.5365075 |
| Q3 | 130.3865008 |
| 95-th percentile | 131.4395207 |
| Maximum | 136.1720163 |
| Range | 35.01128766 |
| Interquartile range (IQR) | 6.669646878 |
Descriptive statistics
| Standard deviation | 3.742490767 |
|---|---|
| Coefficient of variation (CV) | 0.02951950755 |
| Kurtosis | 0.676730763 |
| Mean | 126.7802574 |
| Median Absolute Deviation (MAD) | 3.292471895 |
| Skewness | -0.5547559891 |
| Sum | 6248998.889 |
| Variance | 14.00623714 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[101.16072868 106.20715063 115.95144703 118.01256576 119.49138103 ... 132.01188022 132.42363349 132.62988992 133.0108179 136.17201634], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 121.9179688 | 29 | 0.1% | |
| 123.7109375 | 6 | < 0.1% | |
| 124.5273438 | 4 | < 0.1% | |
| 131.640625 | 2 | < 0.1% | |
| 126.0234375 | 2 | < 0.1% | |
| 123.7773438 | 2 | < 0.1% | |
| 130.805074 | 1 | < 0.1% | |
| 130.5793644 | 1 | < 0.1% | |
| 125.4253655 | 1 | < 0.1% | |
| 123.8470554 | 1 | < 0.1% | |
| Other values (49241) | 49241 | 99.9% |
| Value | Count | Frequency (%) | |
| 101.1607287 | 1 | < 0.1% | |
| 101.4887475 | 1 | < 0.1% | |
| 102.1824966 | 1 | < 0.1% | |
| 102.8292396 | 1 | < 0.1% | |
| 102.9545608 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 136.1720163 | 1 | < 0.1% | |
| 134.7376042 | 1 | < 0.1% | |
| 133.8545969 | 1 | < 0.1% | |
| 133.0431585 | 1 | < 0.1% | |
| 132.9784773 | 1 | < 0.1% |
FI0010
Real number (ℝ≥0)
| Distinct count | 49253 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3895.133810615548 |
|---|---|
| Minimum | 3472.750691964285 |
| Maximum | 5839.154277635237 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 3472.750692 |
|---|---|
| 5-th percentile | 3753.359108 |
| Q1 | 3808.971182 |
| median | 3860.079082 |
| Q3 | 3924.293655 |
| 95-th percentile | 4237.232577 |
| Maximum | 5839.154278 |
| Range | 2366.403586 |
| Interquartile range (IQR) | 115.3224736 |
Descriptive statistics
| Standard deviation | 147.3712666 |
|---|---|
| Coefficient of variation (CV) | 0.03783471216 |
| Kurtosis | 11.26121267 |
| Mean | 3895.133811 |
| Median Absolute Deviation (MAD) | 96.81635247 |
| Skewness | 2.608750155 |
| Sum | 191991145.5 |
| Variance | 21718.29021 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[3472.75069196 3565.4117332 3636.38499829 3697.28143119 3710.32726099 ... 4595.69038372 4743.97467584 4950.78271676 5254.14472166 5839.15427764], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 3826.125 | 29 | 0.1% | |
| 4075.125 | 5 | < 0.1% | |
| 3841.5 | 4 | < 0.1% | |
| 4256.75 | 2 | < 0.1% | |
| 3871.5 | 2 | < 0.1% | |
| 3835.357869 | 1 | < 0.1% | |
| 3852.073418 | 1 | < 0.1% | |
| 3810.017779 | 1 | < 0.1% | |
| 3823.945625 | 1 | < 0.1% | |
| 3784.85088 | 1 | < 0.1% | |
| Other values (49243) | 49243 | 99.9% |
| Value | Count | Frequency (%) | |
| 3472.750692 | 1 | < 0.1% | |
| 3483.626419 | 1 | < 0.1% | |
| 3495.054306 | 1 | < 0.1% | |
| 3516.898164 | 1 | < 0.1% | |
| 3519.153947 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5839.154278 | 1 | < 0.1% | |
| 5689.483374 | 1 | < 0.1% | |
| 5639.286662 | 1 | < 0.1% | |
| 5623.435647 | 1 | < 0.1% | |
| 5480.597625 | 1 | < 0.1% |
TT0025
Real number (ℝ≥0)
| Distinct count | 49252 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.398531844738072 |
|---|---|
| Minimum | 6.352238618533073 |
| Maximum | 13.33917762282065 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 6.352238619 |
|---|---|
| 5-th percentile | 7.578288001 |
| Q1 | 8.521443503 |
| median | 9.18566268 |
| Q3 | 10.42949527 |
| 95-th percentile | 11.29056079 |
| Maximum | 13.33917762 |
| Range | 6.986939004 |
| Interquartile range (IQR) | 1.908051765 |
Descriptive statistics
| Standard deviation | 1.160568482 |
|---|---|
| Coefficient of variation (CV) | 0.1234840187 |
| Kurtosis | -0.7646485333 |
| Mean | 9.398531845 |
| Median Absolute Deviation (MAD) | 0.9802819372 |
| Skewness | 0.2346531798 |
| Sum | 463253.6346 |
| Variance | 1.346919202 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 6.35223862 6.76124106 7.05997081 7.18759917 7.30596697 ... 11.59321813 11.90106405 12.37096502 12.65978543 13.33917762], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 8.276855469 | 29 | 0.1% | |
| 10.59179688 | 6 | < 0.1% | |
| 10.72216797 | 4 | < 0.1% | |
| 10.93554688 | 2 | < 0.1% | |
| 8.609863281 | 2 | < 0.1% | |
| 8.534861878 | 1 | < 0.1% | |
| 9.261799247 | 1 | < 0.1% | |
| 9.392174458 | 1 | < 0.1% | |
| 8.986650467 | 1 | < 0.1% | |
| 9.332244247 | 1 | < 0.1% | |
| Other values (49242) | 49242 | 99.9% |
| Value | Count | Frequency (%) | |
| 6.352238619 | 1 | < 0.1% | |
| 6.366556595 | 1 | < 0.1% | |
| 6.409697365 | 1 | < 0.1% | |
| 6.44964488 | 1 | < 0.1% | |
| 6.587722769 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 13.33917762 | 1 | < 0.1% | |
| 13.26392093 | 1 | < 0.1% | |
| 13.16736323 | 1 | < 0.1% | |
| 13.13164189 | 1 | < 0.1% | |
| 12.95967345 | 1 | < 0.1% |
TT0026
Real number (ℝ≥0)
| Distinct count | 49252 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 29.07528043368536 |
|---|---|
| Minimum | 23.371279988352747 |
| Maximum | 39.082937741175364 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 23.37127999 |
|---|---|
| 5-th percentile | 25.36104695 |
| Q1 | 27.4135247 |
| median | 29.11956213 |
| Q3 | 30.63505783 |
| 95-th percentile | 32.68480367 |
| Maximum | 39.08293774 |
| Range | 15.71165775 |
| Interquartile range (IQR) | 3.221533133 |
Descriptive statistics
| Standard deviation | 2.227237447 |
|---|---|
| Coefficient of variation (CV) | 0.07660244076 |
| Kurtosis | -0.3602017463 |
| Mean | 29.07528043 |
| Median Absolute Deviation (MAD) | 1.822746584 |
| Skewness | 0.03237645137 |
| Sum | 1433120.573 |
| Variance | 4.960586645 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[23.37127999 23.63722665 23.74755498 24.04073659 24.67610113 ... 34.27642099 34.66826543 35.83196192 36.3810418 39.08293774], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 27.86425781 | 29 | 0.1% | |
| 27.56542969 | 6 | < 0.1% | |
| 29.00878906 | 4 | < 0.1% | |
| 32.2421875 | 2 | < 0.1% | |
| 27.24609375 | 2 | < 0.1% | |
| 31.43682281 | 1 | < 0.1% | |
| 27.57637101 | 1 | < 0.1% | |
| 26.83722766 | 1 | < 0.1% | |
| 29.22455152 | 1 | < 0.1% | |
| 28.07967766 | 1 | < 0.1% | |
| Other values (49242) | 49242 | 99.9% |
| Value | Count | Frequency (%) | |
| 23.37127999 | 1 | < 0.1% | |
| 23.42662468 | 1 | < 0.1% | |
| 23.47532028 | 1 | < 0.1% | |
| 23.50563338 | 1 | < 0.1% | |
| 23.51308992 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 39.08293774 | 1 | < 0.1% | |
| 38.9062221 | 1 | < 0.1% | |
| 38.6790543 | 1 | < 0.1% | |
| 38.37600908 | 1 | < 0.1% | |
| 38.31975471 | 1 | < 0.1% |
PI0001
Real number (ℝ≥0)
| Distinct count | 49250 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.050923285569862 |
|---|---|
| Minimum | 8.932973133399592 |
| Maximum | 12.686445589526913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 8.932973133 |
|---|---|
| 5-th percentile | 9.953827181 |
| Q1 | 9.987834233 |
| median | 10.00118714 |
| Q3 | 10.01680302 |
| 95-th percentile | 10.49136781 |
| Maximum | 12.68644559 |
| Range | 3.753472456 |
| Interquartile range (IQR) | 0.02896878853 |
Descriptive statistics
| Standard deviation | 0.2307516053 |
|---|---|
| Coefficient of variation (CV) | 0.02295824958 |
| Kurtosis | 21.35479157 |
| Mean | 10.05092329 |
| Median Absolute Deviation (MAD) | 0.09889663165 |
| Skewness | 4.490891915 |
| Sum | 495410.0087 |
| Variance | 0.05324630333 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 8.93297313 9.27933121 9.41111728 9.79763014 9.87032855 ... 11.51489869 11.52968215 11.77089486 11.82970451 12.68644559], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 10.02001953 | 29 | 0.1% | |
| 10.03369141 | 6 | < 0.1% | |
| 9.99609375 | 4 | < 0.1% | |
| 9.994609603 | 2 | < 0.1% | |
| 9.959472656 | 2 | < 0.1% | |
| 9.955078125 | 2 | < 0.1% | |
| 9.985351562 | 2 | < 0.1% | |
| 9.999077029 | 1 | < 0.1% | |
| 10.00843076 | 1 | < 0.1% | |
| 9.997659818 | 1 | < 0.1% | |
| Other values (49240) | 49240 | 99.9% |
| Value | Count | Frequency (%) | |
| 8.932973133 | 1 | < 0.1% | |
| 9.236246529 | 1 | < 0.1% | |
| 9.278910653 | 1 | < 0.1% | |
| 9.279751757 | 1 | < 0.1% | |
| 9.289858635 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 12.68644559 | 1 | < 0.1% | |
| 12.63790059 | 1 | < 0.1% | |
| 12.63765824 | 1 | < 0.1% | |
| 12.62595466 | 1 | < 0.1% | |
| 12.40585955 | 1 | < 0.1% |
FI0027
Real number (ℝ≥0)
| Distinct count | 49252 |
|---|---|
| Unique (%) | 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 201.60796824403937 |
|---|---|
| Minimum | 68.04130208333333 |
| Maximum | 349.921875 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 68.04130208 |
|---|---|
| 5-th percentile | 157.1675426 |
| Q1 | 177.8138541 |
| median | 196.7079387 |
| Q3 | 223.0973827 |
| 95-th percentile | 262.4309058 |
| Maximum | 349.921875 |
| Range | 281.8805729 |
| Interquartile range (IQR) | 45.28352867 |
Descriptive statistics
| Standard deviation | 32.85173566 |
|---|---|
| Coefficient of variation (CV) | 0.1629485975 |
| Kurtosis | 0.2633167667 |
| Mean | 201.6079682 |
| Median Absolute Deviation (MAD) | 26.21748635 |
| Skewness | 0.4959956116 |
| Sum | 9937256.755 |
| Variance | 1079.236536 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 68.04130208 98.32277246 116.31183861 130.58318204 134.19225702 ... 290.04197083 296.68231429 306.63786225 324.62572854 349.921875 ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 189.4765625 | 29 | 0.1% | |
| 266.203125 | 5 | < 0.1% | |
| 204.234375 | 4 | < 0.1% | |
| 285.6875 | 2 | < 0.1% | |
| 173.34375 | 2 | < 0.1% | |
| 226.2944401 | 2 | < 0.1% | |
| 168.5396333 | 1 | < 0.1% | |
| 183.4404542 | 1 | < 0.1% | |
| 185.7884473 | 1 | < 0.1% | |
| 173.6439397 | 1 | < 0.1% | |
| Other values (49242) | 49242 | 99.9% |
| Value | Count | Frequency (%) | |
| 68.04130208 | 1 | < 0.1% | |
| 68.13326172 | 1 | < 0.1% | |
| 69.10845765 | 1 | < 0.1% | |
| 69.87490447 | 1 | < 0.1% | |
| 71.31484388 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 349.921875 | 1 | < 0.1% | |
| 347.1202287 | 1 | < 0.1% | |
| 338.8956686 | 1 | < 0.1% | |
| 334.7192311 | 1 | < 0.1% | |
| 333.2614985 | 1 | < 0.1% |
TIC0022U
Real number (ℝ≥0)
| Distinct count | 46079 |
|---|---|
| Unique (%) | 93.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 61.06736531236098 |
|---|---|
| Minimum | 22.123792581662002 |
| Maximum | 100.0 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 22.12379258 |
|---|---|
| 5-th percentile | 46.54482108 |
| Q1 | 51.09198416 |
| median | 56.23631278 |
| Q3 | 64.23490707 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 77.87620742 |
| Interquartile range (IQR) | 13.14292291 |
Descriptive statistics
| Standard deviation | 15.20661376 |
|---|---|
| Coefficient of variation (CV) | 0.2490137519 |
| Kurtosis | 1.455134787 |
| Mean | 61.06736531 |
| Median Absolute Deviation (MAD) | 11.12691548 |
| Skewness | 1.528499375 |
| Sum | 3010010.436 |
| Variance | 231.2411019 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[ 22.12379258 33.0619521 38.81592387 40.05531852 41.0589527 ... 99.95392385 99.98289792 99.9987335 99.99999197 100. ], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 100 | 3174 | 6.4% | |
| 54.45507812 | 29 | 0.1% | |
| 62.18945312 | 6 | < 0.1% | |
| 55.5078125 | 4 | < 0.1% | |
| 48.94335938 | 2 | < 0.1% | |
| 83.94140625 | 2 | < 0.1% | |
| 47.6375053 | 1 | < 0.1% | |
| 67.85501472 | 1 | < 0.1% | |
| 74.58787632 | 1 | < 0.1% | |
| 56.71575709 | 1 | < 0.1% | |
| Other values (46069) | 46069 | 93.5% |
| Value | Count | Frequency (%) | |
| 22.12379258 | 1 | < 0.1% | |
| 26.02331339 | 1 | < 0.1% | |
| 26.16644397 | 1 | < 0.1% | |
| 26.89358324 | 1 | < 0.1% | |
| 27.39679515 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 100 | 3174 | 6.4% | |
| 99.99998394 | 1 | < 0.1% | |
| 99.99988551 | 1 | < 0.1% | |
| 99.99986476 | 1 | < 0.1% | |
| 99.99981982 | 1 | < 0.1% |
PDT0024
Real number (ℝ≥0)
| Distinct count | 47030 |
|---|---|
| Unique (%) | 95.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.50544130489999 |
|---|---|
| Minimum | 1.0004056988803518 |
| Maximum | 5.263753255208333 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 385.2 KiB |
Quantile statistics
| Minimum | 1.000405699 |
|---|---|
| 5-th percentile | 1.359651625 |
| Q1 | 2.195605243 |
| median | 3.387463737 |
| Q3 | 5.258760456 |
| 95-th percentile | 5.261779432 |
| Maximum | 5.263753255 |
| Range | 4.263347556 |
| Interquartile range (IQR) | 3.063155213 |
Descriptive statistics
| Standard deviation | 1.437623956 |
|---|---|
| Coefficient of variation (CV) | 0.4101121175 |
| Kurtosis | -1.491448277 |
| Mean | 3.505441305 |
| Median Absolute Deviation (MAD) | 1.298088952 |
| Skewness | -0.04724561778 |
| Sum | 172783.2019 |
| Variance | 2.06676264 |
Histogram with fixed size bins (bins=10)
Histogram with variable size bins (bins=[1.0004057 1.01285556 1.08023545 1.26743219 1.36831646 ... 5.26131183 5.26131185 5.2613444 5.2613444 5.26375326], "bayesian blocks" binning strategy used)
| Value | Count | Frequency (%) | |
| 5.261474609 | 413 | 0.8% | |
| 5.259277344 | 287 | 0.6% | |
| 5.262939453 | 163 | 0.3% | |
| 5.258789062 | 143 | 0.3% | |
| 5.260009766 | 128 | 0.3% | |
| 5.26171875 | 108 | 0.2% | |
| 5.262207031 | 81 | 0.2% | |
| 5.26155599 | 79 | 0.2% | |
| 5.259521484 | 70 | 0.1% | |
| 5.261393229 | 65 | 0.1% | |
| Other values (47020) | 47753 | 96.9% |
| Value | Count | Frequency (%) | |
| 1.000405699 | 1 | < 0.1% | |
| 1.001312134 | 1 | < 0.1% | |
| 1.00140578 | 1 | < 0.1% | |
| 1.001711105 | 1 | < 0.1% | |
| 1.002211334 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.263753255 | 1 | < 0.1% | |
| 5.263671875 | 2 | < 0.1% | |
| 5.263671257 | 1 | < 0.1% | |
| 5.263657308 | 1 | < 0.1% | |
| 5.263657178 | 1 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
First rows
| Date | PDI0064 | TI0066 | TZI0012 | FI0010 | TT0025 | TT0026 | PI0001 | FI0027 | TIC0022U | PDT0024 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2017-01-01 00:00:00 | 1.067100 | 30.076880 | 130.937692 | 3824.845045 | 9.640550 | 26.570397 | 9.983887 | 199.403307 | 63.616875 | 5.262419 |
| 1 | 2017-01-01 00:30:00 | 1.063910 | 29.975195 | 130.874137 | 3814.767408 | 9.654009 | 26.424630 | 9.978302 | 200.276729 | 64.283151 | 5.262433 |
| 2 | 2017-01-01 01:00:00 | 1.063753 | 29.984087 | 130.828874 | 3821.728383 | 9.657343 | 26.287723 | 9.962712 | 203.169151 | 65.443622 | 5.262451 |
| 3 | 2017-01-01 01:30:00 | 1.073759 | 29.920196 | 130.627449 | 3821.119716 | 9.654180 | 26.479585 | 10.031855 | 199.374229 | 63.314535 | 5.262554 |
| 4 | 2017-01-01 02:00:00 | 1.070018 | 29.987807 | 130.793829 | 3812.430492 | 9.661154 | 26.377344 | 9.912785 | 201.343689 | 64.468066 | 5.262440 |
| 5 | 2017-01-01 02:30:00 | 1.059611 | 30.023815 | 130.720870 | 3826.734838 | 9.641830 | 26.467889 | 9.931338 | 199.504877 | 63.536832 | 5.262513 |
| 6 | 2017-01-01 03:00:00 | 1.077664 | 30.031053 | 130.512001 | 3808.177264 | 9.624295 | 26.518451 | 10.063592 | 198.713628 | 63.554122 | 5.262478 |
| 7 | 2017-01-01 03:30:00 | 1.075888 | 30.044550 | 130.625466 | 3840.009201 | 9.621529 | 26.475111 | 10.009450 | 200.185127 | 63.913903 | 5.262476 |
| 8 | 2017-01-01 04:00:00 | 1.079626 | 30.093095 | 130.713674 | 3831.195849 | 9.622554 | 26.501874 | 9.970488 | 200.818618 | 64.348078 | 5.262517 |
| 9 | 2017-01-01 04:30:00 | 1.067467 | 29.928547 | 130.628517 | 3844.748778 | 9.610543 | 26.340232 | 9.979522 | 200.490692 | 63.779150 | 5.262577 |
Last rows
| Date | PDI0064 | TI0066 | TZI0012 | FI0010 | TT0025 | TT0026 | PI0001 | FI0027 | TIC0022U | PDT0024 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 49280 | 2020-02-29 19:30:00 | 1.148438 | 29.906324 | 124.478898 | 3729.277890 | 8.453595 | 31.097573 | 10.001343 | 170.966234 | 49.847974 | 2.227201 |
| 49281 | 2020-02-29 20:00:00 | 1.125862 | 29.845762 | 124.697323 | 3716.958774 | 8.452881 | 31.003443 | 10.009472 | 169.804891 | 49.621434 | 2.198738 |
| 49282 | 2020-02-29 20:30:00 | 1.142791 | 29.880337 | 124.634884 | 3747.777213 | 8.455829 | 31.056925 | 10.013676 | 170.551421 | 49.798688 | 2.214953 |
| 49283 | 2020-02-29 21:00:00 | 1.157153 | 30.010130 | 124.664756 | 3759.884160 | 8.446709 | 31.156709 | 9.997860 | 171.025228 | 49.981893 | 2.232753 |
| 49284 | 2020-02-29 21:30:00 | 1.141801 | 29.925704 | 124.560551 | 3738.951503 | 8.437864 | 31.231420 | 9.984219 | 168.681725 | 49.490880 | 2.180798 |
| 49285 | 2020-02-29 22:00:00 | 1.126677 | 29.788549 | 124.459566 | 3752.115438 | 8.408637 | 30.990216 | 10.038690 | 169.311774 | 49.492933 | 2.203249 |
| 49286 | 2020-02-29 22:30:00 | 1.143431 | 29.857708 | 124.476895 | 3818.913666 | 8.400154 | 30.542854 | 9.959675 | 176.407213 | 50.674578 | 2.369948 |
| 49287 | 2020-02-29 23:00:00 | 1.150983 | 29.722136 | 124.516111 | 3752.789781 | 8.368065 | 30.845056 | 10.004659 | 172.480350 | 50.099591 | 2.283174 |
| 49288 | 2020-02-29 23:30:00 | 1.145552 | 29.929566 | 124.532228 | 3763.307928 | 8.329090 | 31.241943 | 9.984215 | 169.791696 | 49.706914 | 2.212014 |
| 49289 | 2020-03-01 00:00:00 | 1.143730 | 30.353003 | 124.465411 | 3852.153119 | 8.303003 | 31.287198 | 9.955490 | 176.526927 | 51.032896 | 2.379603 |